Qwen3-Coder-Next needs roughly 61GB of VRAM at our tested precision. A model that doesn't fit doesn't run slowly, it doesn't run. Here's every card from our bench, sorted by measured speed.
Weights: unsloth/Qwen3-Coder-Next-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 211.5 tok/s | 96GB | ✓ Measured |
| NVIDIA B300 | 199.39 tok/s | 288GB | ✓ Measured |
| NVIDIA H200 | 196.65 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 193.79 tok/s | 80GB | ✓ Measured |
| NVIDIA B200 | 189.76 tok/s | 192GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 120.71 tok/s | 80GB | ✓ Measured |
These cards' VRAM is below the requirement at tested precision, published as data, not hidden.
| GPU | VRAM |
|---|---|
| NVIDIA L40S | 48GB |
| NVIDIA A100 40GB SXM4 | 40GB |
| NVIDIA A10G | 24GB |
| NVIDIA L4 | 24GB |
| NVIDIA T4 | 16GB |
Qwen3-Coder-Next needs roughly 61GB of VRAM at our tested precision. 6 of the GPUs on our bench run it; 5 don't have the VRAM for it.
NVIDIA RTX PRO 6000 Blackwell Workstation Edition is the fastest card we've measured running Qwen3-Coder-Next, at 211.5 tok/s.
NVIDIA RTX PRO 6000 Blackwell Workstation Edition ($8,565 MSRP) is the cheapest card on our bench that runs Qwen3-Coder-Next, at 211.5 tok/s.